#Code Review Graph
1281 related articles
Tutorials·2 min
Dify 1.8.0 Hands-On Tutorial: Complete Guide from Deployment to Building AI Applications
A detailed guide to Dify 1.8.0 Docker deployment, environment setup, and AI app building. Covers five app types, comparisons with Coze, workflow creation, and more for this open-source AI platform.
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Tutorials·2 min
LangGraph 0.5.3 + MCP Agent Development in Practice: Security Authentication & Deployment Guide
LangGraph 0.5.3 introduces MCP server security authentication and agent deployment solutions. Combined with Qwen3 models, it provides a complete production-grade AI agent development stack.
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Product Reviews·3 min
Gemini 2.5 Pro 0605 Hands-On Comparison with o3 and Claude Opus 4: Full Evaluation Across Coding, Reasoning, and Writing
Hands-on testing of Gemini 2.5 Pro 0605 across coding, reasoning, creative writing, and app development, compared head-to-head with OpenAI o3 and Claude Opus 4.
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Tech Frontiers·2 min
Claude Opus 4.8 Real-World Testing: 750K Lines of Code Migration & 3D Modeling Capabilities Analyzed
Claude Opus 4.8 released just 6 hours ago with stunning results: Android team migrates 750K lines of Rust code at 99.8% pass rate, Hugging Face exec generates Boeing 747 3D model with one prompt, game AI outperforms GPT-5.5 and Gemini 3.1 Pro.
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Tutorials·2 min
Bolt DIY Setup Guide: Complete Guide to the Free Open-Source AI Coding Tool
Complete guide to setting up Bolt DIY, the free open-source AI coding tool. From environment setup and free API integration to building and deploying high-performance websites at zero cost.
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Tutorials·2 min
DeepSeek V3 + bolt.html: A Practical Guide to Generating Beautiful Web Pages with Zero Code
Learn how DeepSeek V3-0324 and open-source tool bolt.html combine to generate beautiful HTML pages with zero code using prompt engineering techniques.
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Tutorials·3 min
Deep Dive into Claude Code SDK: A New AI Programming Paradigm for Auto-Writing Code and Reviewing PRs
In-depth analysis of Anthropic's Claude Code SDK & GitHub Action: piping, structured output, permissions, session resumption, and fully automated Issue-to-PR workflows.
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Tutorials·3 min
Cursor Interface Fully Explained: Master the Four Core Workspaces from Scratch
A detailed guide to Cursor's four core workspaces: File Explorer, Code Editor, Terminal, and AI Chat Panel. Learn Agent mode, Ask mode, Git version control, and key settings for beginners.
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Tech Frontiers·2 min
GitHub Copilot Remote Sessions Now GA: A Deep Dive into Cross-Device Programming
GitHub Copilot remote session control is now GA, enabling seamless coding across VS Code, CLI, github.com, and GitHub Mobile. Learn how it works and its impact on multi-device workflows.
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Deep Dives·4 min
MCP Apps Deep Dive: AI Tools Move from Text Exchange to Interactive Collaboration
Deep analysis of MCP Apps: how Anthropic and OpenAI's official MCP extension enables AI tools to return interactive UIs, solving the context gap with Human-in-the-Loop collaboration.
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Industry Insights·3 min
How Jane Street Built a Custom AI Programming Toolchain for OCaml
Jane Street's AI team details how they built a custom LLM toolchain for OCaml, covering workspace snapshot training data, RL with code evaluation, and the AID editor architecture.
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Product Reviews·2 min
Zero Coding, Zero Art Skills: Building a Rhythm Game with AI in 24 Hours
A Bilibili creator used AI platform TabTab to build a rhythm game from scratch in under 24 hours — art, music, and code 100% AI-generated. A deep dive into this zero-experience AI game dev case.
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Product Reviews·2 min
Warp Terminal Deep Dive: A Smart Command-Line Tool with Built-in AI Agent
Deep dive into Warp intelligent terminal, a high-performance CLI tool built with Rust. Explore Agent Mode for natural language commands, smart debugging, Warp Drive team collaboration, and how it differs from Cursor and other AI coding tools.
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Tutorials·3 min
LangGraph Multi-Agent Architecture: Graph Structure Principles and Enterprise-Level Implementation Guide
Deep dive into LangGraph's core graph structure design, single and multi-agent collaboration patterns, MCP protocol integration, and Time Travel fault-tolerance, with enterprise-level hybrid multi-agent architecture implementation.
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Product Reviews·3 min
Warp 2.0 Deep Dive: An AI Development Environment with Multi-Agent Parallelism
Deep dive into Warp 2.0's Agent Development Environment (ADE): multi-agent parallel orchestration, terminal editor, AI coding platform, hands-on SaaS app building, and comparison with Cursor and Claude Code.
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Tutorials·3 min
Quit My State-Owned Enterprise Job to Build a Mini Program with Cursor: A Regular Person's AI Monetization Story
A zero-coding SOE employee quit his job and built a mini program with Cursor. This article analyzes how ordinary people can leverage AI tools for low-cost product development with practical advice.
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Tutorials·3 min
Building a Financial Report Analysis AI Agent with Cursor + Skills: A Step-by-Step Tutorial from Scratch
A hands-on tutorial for building a financial report analysis AI Agent from scratch using Cursor editor, Skills definitions, and MiniMax M2.1. Covers setup, architecture, Skills methodology, and multi-language programming.
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Research·3 min
110K PRs Tested: Which of 5 AI Coding Agents Is Most Reliable?
Empirical study of 110K open-source PRs comparing 5 AI coding agents (GitHub Copilot, Claude Code, Devin) on merge rates, code survival, and long-term maintainability—revealing AI code's 50% one-year survival rate.
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Product Reviews·3 min
AI Coding Tools Deep Dive: How to Choose Between Qoder, Cursor, Windsurf, and Devin
Deep comparison of Qoder, Cursor, Windsurf, and Devin across autonomy, reliability, and context capabilities to help developers choose the right AI coding assistant.
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Deep Dives·3 min
Claude Sub-agents vs Agent Teams: How to Choose Between Two AI Multi-Agent Collaboration Patterns
Deep comparison of Claude sub-agents vs agent teams: architecture differences, use cases, and real-world results. A Pokémon RPG case study shows how agent teams achieve 95%+ feature completeness.
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